Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006569

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006082

distance 0.214

#2 · Chandrapurcell 4730005459

distance 0.215

#3 · Gadchirolicell 4750011957

distance 0.28 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002236

distance 0.289 · cross-district

#5 · Gadchirolicell 4750010642

distance 0.289 · cross-district

#6 · Gadchirolicell 4750011398

distance 0.315 · cross-district

#7 · Chandrapurcell 4730005644

distance 0.318

#8 · Chandrapurcell 4730007467

distance 0.319

#9 · Chhatrapati Sambhajinagarcell 4690002448

distance 0.322 · cross-district

#10 · Jalgaoncell 4780000432

distance 0.33 · cross-district

#11 · Gondiacell 4760000082

distance 0.332 · cross-district

#12 · Chandrapurcell 4730008556

distance 0.332

#13 · Nashikcell 4870007387

distance 0.336 · cross-district

#14 · Ahmednagarcell 4660014460

distance 0.337 · cross-district

#15 · Gadchirolicell 4750011592

distance 0.343 · cross-district

#16 · Gadchirolicell 4750010767

distance 0.344 · cross-district

#17 · Bhandaracell 4710000070

distance 0.347 · cross-district

#18 · Chandrapurcell 4730007931

distance 0.349

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730006569}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.